{"id":"W2995766343","doi":"10.2196/16081","title":"Operability, Acceptability, and Usefulness of a Mobile App to Track Routine Immunization Performance in Rural Pakistan: Interview Study Among Vaccinators and Key Informants","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"GAVI Alliance","keywords":"mHealth; Medicine; Qualitative research; Public health; Government (linguistics); Digital health; Medical education; Environmental health; Nursing; Health care; Psychological intervention; Economic growth; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005007867,0.0003194486,0.000431954,0.0008409395,0.003465086,0.001312403,0.00055837,0.0008341637,0.001686177],"category_scores_gemma":[0.009344,0.0007487158,0.0003688883,0.0005516977,0.001330857,0.001283466,0.00141886,0.001168441,0.000372404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412396,"about_ca_system_score_gemma":0.001735967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086525,"about_ca_topic_score_gemma":0.01470464,"domain_scores_codex":[0.9977059,0.001265561,0.0001293534,0.0001978721,0.0001748628,0.0005264832],"domain_scores_gemma":[0.9937491,0.003676614,0.0007890671,0.0001996557,0.0009793874,0.0006061703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008166945,0.0003595578,0.1291564,0.0002057168,0.00001152047,0.001063096,0.8572725,0.00004903283,0.002513542,0.000129418,0.000400116,0.008757363],"study_design_scores_gemma":[0.000009718783,0.001057652,0.09706873,0.00010591,0.00001581135,0.0004484764,0.896959,0.0001965439,0.0006166963,0.00005562189,0.003435515,0.00003046642],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999042,0.00004987595,0.0002060991,0.0001158697,0.000003546984,0.0001150768,0.0000371497,0.000002143258,0.0004282742],"genre_scores_gemma":[0.9978964,0.0002334035,0.0007038971,0.0001669405,0.000006905771,0.0002441138,0.00003722144,0.000003791922,0.0007073577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086525,"threshold_uncertainty_score":0.02648443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560275665394208,"score_gpt":0.4283468268281599,"score_spread":0.3827440701742179,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}